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9.22k
Panoptic Segmentation
Cityscapes val
Panoptic FCN* (Swin-L, Cityscapes-fine)
https://arxiv.org/abs/2012.00720v2
PQth
59.5
Panoptic Segmentation
Cityscapes val
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
PQst
66.6
Panoptic Segmentation
Cityscapes val
Mask R-CNN+COCO
http://arxiv.org/abs/1703.06870v3
PQth
54.0
Panoptic Segmentation
Mapillary val
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQ
46.7
Panoptic Segmentation
Mapillary val
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
mIoU
61.7
Panoptic Segmentation
Mapillary val
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQth
40.5
Panoptic Segmentation
Mapillary val
OneFormer (DiNAT-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQst
54.9
Panoptic Segmentation
Mapillary val
OneFormer (ConvNeXt-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQ
46.4
Panoptic Segmentation
Mapillary val
OneFormer (ConvNeXt-L, single-scale)
https://arxiv.org/abs/2211.06220v2
mIoU
61.6
Panoptic Segmentation
Mapillary val
OneFormer (ConvNeXt-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQth
40.6
Panoptic Segmentation
Mapillary val
OneFormer (ConvNeXt-L, single-scale)
https://arxiv.org/abs/2211.06220v2
PQst
54.0
Panoptic Segmentation
Mapillary val
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
PQ
45.7
Panoptic Segmentation
Mapillary val
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
PQth
40.8
Panoptic Segmentation
Mapillary val
Panoptic FCN* (Swin-L, single-scale)
https://arxiv.org/abs/2012.00720v2
PQst
52.1
Panoptic Segmentation
Mapillary val
Panoptic-DeepLab (SWideRNet-(1, 1, 4.5), multi-scale)
https://arxiv.org/abs/2011.11675v2
PQ
44.8
Panoptic Segmentation
Mapillary val
Panoptic-DeepLab (SWideRNet-(1, 1, 4.5), multi-scale)
https://arxiv.org/abs/2011.11675v2
mIoU
60.0
Panoptic Segmentation
Mapillary val
Panoptic-DeepLab (SWideRNet-(1, 1, 4.5), multi-scale)
https://arxiv.org/abs/2011.11675v2
PQth
39.3
Panoptic Segmentation
Mapillary val
Panoptic-DeepLab (SWideRNet-(1, 1, 4.5), multi-scale)
https://arxiv.org/abs/2011.11675v2
PQst
51.9
Panoptic Segmentation
Mapillary val
Mask2Former + Intra-Batch Supervision (ResNet-50)
https://arxiv.org/abs/2304.08222v1
PQ
42.2
Panoptic Segmentation
Mapillary val
Mask2Former + Intra-Batch Supervision (ResNet-50)
https://arxiv.org/abs/2304.08222v1
PQth
34.9
Panoptic Segmentation
Mapillary val
Mask2Former + Intra-Batch Supervision (ResNet-50)
https://arxiv.org/abs/2304.08222v1
PQst
52.0
Panoptic Segmentation
Mapillary val
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQ
41.1
Panoptic Segmentation
Mapillary val
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
mIoU
58.4
Panoptic Segmentation
Mapillary val
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQth
33.4
Panoptic Segmentation
Mapillary val
Axial-DeepLab-L (multi-scale)
https://arxiv.org/abs/2003.07853v2
PQst
51.3
Panoptic Segmentation
Mapillary val
EfficientPS
https://arxiv.org/abs/2004.02307v3
PQ
40.6
Panoptic Segmentation
Mapillary val
Panoptic-DeepLab (X71)
https://arxiv.org/abs/1911.10194v3
PQ
40.5
Panoptic Segmentation
Mapillary val
AdaptIS (ResNeXt-101)
https://arxiv.org/abs/1909.07829v1
PQ
40.3
Panoptic Segmentation
Mapillary val
AdaptIS (ResNeXt-101)
https://arxiv.org/abs/1909.07829v1
mIoU
56.8
Panoptic Segmentation
Mapillary val
Panoptic FCN* (ResNet-FPN)
https://arxiv.org/abs/2012.00720v2
PQ
36.9
Panoptic Segmentation
Mapillary val
Panoptic FCN* (ResNet-FPN)
https://arxiv.org/abs/2012.00720v2
PQth
32.9
Panoptic Segmentation
Mapillary val
JSIS-Net (ResNet-50)
http://arxiv.org/abs/1809.02110v2
PQ
17.6
Panoptic Segmentation
Mapillary val
HRNet-OCR (Hierarchical Multi-Scale Attention)
https://arxiv.org/abs/2005.10821v1
PQ
17.6
Panoptic Segmentation
Mapillary val
Panoptic FCN* (ResNet-50-FPN)
https://arxiv.org/abs/2012.00720v2
PQst
42.3
Panoptic Segmentation
KITTI Panoptic Segmentation
EfficientPS
https://arxiv.org/abs/2004.02307v3
PQ
43.7
Panoptic Segmentation
KITTI Panoptic Segmentation
Seamless
https://arxiv.org/abs/1905.01220v1
PQ
42.2
Panoptic Segmentation
KITTI Panoptic Segmentation
UPSNet
http://arxiv.org/abs/1901.03784v2
PQ
39.9
Panoptic Segmentation
KITTI Panoptic Segmentation
Panoptic FPN
http://arxiv.org/abs/1901.02446v2
PQ
39.3
Panoptic Segmentation
PASTIS
Exchanger+Mask2Former
https://arxiv.org/abs/2305.02086v2
SQ
84.6
Panoptic Segmentation
PASTIS
Exchanger+Mask2Former
https://arxiv.org/abs/2305.02086v2
RQ
61.6
Panoptic Segmentation
PASTIS
Exchanger+Mask2Former
https://arxiv.org/abs/2305.02086v2
PQ
52.6
Panoptic Segmentation
PASTIS
Exchanger+Unet+PaPs
https://arxiv.org/abs/2305.02086v2
SQ
80.3
Panoptic Segmentation
PASTIS
Exchanger+Unet+PaPs
https://arxiv.org/abs/2305.02086v2
RQ
58.9
Panoptic Segmentation
PASTIS
Exchanger+Unet+PaPs
https://arxiv.org/abs/2305.02086v2
PQ
47.8
Panoptic Segmentation
PASTIS
U-TAE + PaPs
https://arxiv.org/abs/2107.07933v4
SQ
81.3
Panoptic Segmentation
PASTIS
U-TAE + PaPs
https://arxiv.org/abs/2107.07933v4
RQ
49.2
Panoptic Segmentation
PASTIS
U-TAE + PaPs
https://arxiv.org/abs/2107.07933v4
PQ
40.4
Panoptic Segmentation
DALES
SuperCluster
https://arxiv.org/abs/2401.06704v2
PQ
61.2
Panoptic Segmentation
DALES
SuperCluster
https://arxiv.org/abs/2401.06704v2
RQ
68.6
Panoptic Segmentation
DALES
SuperCluster
https://arxiv.org/abs/2401.06704v2
SQ
87.1
Panoptic Segmentation
DALES
SuperCluster
https://arxiv.org/abs/2401.06704v2
Params (M)
0.21
Panoptic Segmentation
ADE20K
MasQCLIP
http://openaccess.thecvf.com//content/ICCV2023/html/Xu_MasQCLIP_for_Open-Vocabulary_Universal_Image_Segmentation_ICCV_2023_paper.html
PQ
23.3
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
PQ
50.1
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
RQ
60.1
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
SQ
76.6
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
PQ (with stuff)
58.4
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
RQ (with stuff)
68.4
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
SQ (with stuff)
77.8
Panoptic Segmentation
S3DIS Area5
SuperCluster
https://arxiv.org/abs/2401.06704v2
Params (M)
0.21
Panoptic Segmentation
S3DIS Area5
PointGroup (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
PQ
42.3
Panoptic Segmentation
S3DIS Area5
PointGroup (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
RQ
52.0
Panoptic Segmentation
S3DIS Area5
PointGroup (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
SQ
74.7
Panoptic Segmentation
S3DIS Area5
PointGroup (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
Params (M)
7.7
Panoptic Segmentation
S3DIS Area5
KPConv (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
PQ
41.8
Panoptic Segmentation
S3DIS Area5
KPConv (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
RQ
51.5
Panoptic Segmentation
S3DIS Area5
KPConv (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
SQ
74.7
Panoptic Segmentation
S3DIS Area5
KPConv (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
Params (M)
14.2
Panoptic Segmentation
S3DIS Area5
MinkowskiNet (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
PQ
39.2
Panoptic Segmentation
S3DIS Area5
MinkowskiNet (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
RQ
48.0
Panoptic Segmentation
S3DIS Area5
MinkowskiNet (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
SQ
74.9
Panoptic Segmentation
S3DIS Area5
MinkowskiNet (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
Params (M)
38.0
Panoptic Segmentation
S3DIS Area5
PointNet++ (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
PQ
24.6
Panoptic Segmentation
S3DIS Area5
PointNet++ (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
RQ
32.6
Panoptic Segmentation
S3DIS Area5
PointNet++ (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
SQ
68.2
Panoptic Segmentation
S3DIS Area5
PointNet++ (Xiang 2023)
https://arxiv.org/abs/2304.13980v2
Params (M)
3.1
Panoptic Segmentation
LaRS
Mask2Former (Swin-B)
https://arxiv.org/abs/2308.09618v1
PQ
41.7
Panoptic Segmentation
LaRS
Panoptic FPN (ResNet-50)
https://arxiv.org/abs/2308.09618v1
PQ
40.1
Panoptic Segmentation
LaRS
Mask2Former (Swin-T)
https://arxiv.org/abs/2308.09618v1
PQ
39.2
Panoptic Segmentation
LaRS
Panoptic FPN (ResNet-101)
https://arxiv.org/abs/2308.09618v1
PQ
38.7
Panoptic Segmentation
LaRS
Mask2Former (ResNet-50)
https://arxiv.org/abs/2308.09618v1
PQ
37.6
Panoptic Segmentation
LaRS
Mask2Former (ResNet-101)
https://arxiv.org/abs/2308.09618v1
PQ
37.2
Panoptic Segmentation
LaRS
Panoptic Deeplab (ResNet-50)
https://arxiv.org/abs/2308.09618v1
PQ
34.7
Panoptic Segmentation
LaRS
MaX-DeepLab
https://arxiv.org/abs/2308.09618v1
PQ
31.9
Panoptic Segmentation
COCO test-dev
Mask DINO (single scale)
https://arxiv.org/abs/2206.02777v3
PQ
59.5
Panoptic Segmentation
COCO test-dev
Mask DINO (single scale)
https://arxiv.org/abs/2206.02777v3
PQst
-
Panoptic Segmentation
COCO test-dev
Mask DINO (single scale)
https://arxiv.org/abs/2206.02777v3
PQth
-
Panoptic Segmentation
COCO test-dev
kMaX-DeepLab (single-scale)
https://arxiv.org/abs/2207.04044v5
PQ
58.5
Panoptic Segmentation
COCO test-dev
kMaX-DeepLab (single-scale)
https://arxiv.org/abs/2207.04044v5
PQst
49.0
Panoptic Segmentation
COCO test-dev
kMaX-DeepLab (single-scale)
https://arxiv.org/abs/2207.04044v5
PQth
64.8
Panoptic Segmentation
COCO test-dev
Mask2Former (Swin-L)
https://arxiv.org/abs/2112.01527v3
PQ
58.3
Panoptic Segmentation
COCO test-dev
Mask2Former (Swin-L)
https://arxiv.org/abs/2112.01527v3
PQst
48.1
Panoptic Segmentation
COCO test-dev
Mask2Former (Swin-L)
https://arxiv.org/abs/2112.01527v3
PQth
65.1
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (Swin-L)
https://arxiv.org/abs/2109.03814v4
PQ
56.2
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (Swin-L)
https://arxiv.org/abs/2109.03814v4
PQst
47.0
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (Swin-L)
https://arxiv.org/abs/2109.03814v4
PQth
62.3
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (PVTv2-B5)
https://arxiv.org/abs/2109.03814v4
PQ
55.8
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (PVTv2-B5)
https://arxiv.org/abs/2109.03814v4
PQst
46.5
Panoptic Segmentation
COCO test-dev
Panoptic SegFormer (PVTv2-B5)
https://arxiv.org/abs/2109.03814v4
PQth
61.9
Panoptic Segmentation
COCO test-dev
CMT-DeepLab (single-scale)
https://arxiv.org/abs/2206.08948v1
PQ
55.7
Panoptic Segmentation
COCO test-dev
CMT-DeepLab (single-scale)
https://arxiv.org/abs/2206.08948v1
PQst
46.8